How to integrate GPT-4 model hosted on Azure with the gptstudio package

2024-07-19 1784阅读

题意:怎样将托管在Azure上的GPT-4模型与gptstudio包集成?

问题背景:

I am looking to integrate the OpenAI GPT-4 model into my application. Here are the details I have:

  • Endpoint: https://xxxxxxxxxxxxxxx.openai.azure.com/
  • Location/Region: yyyyyyyyyyyyyyyyyyyyyyyy
  • Key: *******************
  • Deployment Name: gpt-4o
  • Model Name: gpt-4o
  • Model Version: 2024-02-01

    I edited the .Renviron file accordingly:

    AZURE_OPENAI_TASK="completions"
    AZURE_OPENAI_ENDPOINT="https://xxxxxxxxxxxxxxx.openai.azure.com/"
    AZURE_OPENAI_DEPLOYMENT_NAME="gpt-4o"
    AZURE_OPENAI_KEY="*******************"
    AZURE_OPENAI_API_VERSION="2024-02-01"
    AZURE_OPENAI_USE_TOKEN=FALSE

    I want to integrate it with gptstudio. Could someone guide me on authenticating and making API requests to this endpoint?

    I tried:

    library(gptstudio)
    chat(service = "azure_openai", prompt = "hello", model = "gpt-4)
    #> $messages
    #> $messages[[1]]
    #> $messages[[1]]$role
    #> [1] "system"
    #> 
    #> $messages[[1]]$content
    #> As a chat bot assisting an R programmer working in the RStudio IDE it is important to tailor responses to their skill level and preferred coding style. They consider themselves to be a beginner R programmer. Provide answers with their skill level in mind.  
    #> 
    #> 
    #> $messages[[2]]
    #> $messages[[2]]$role
    #> [1] "user"
    #> 
    #> $messages[[2]]$content
    #> [1] "hello"
    #> Error in `query_api_azure_openai()`:
    #> ✖ Azure OpenAI API request failed. Error 400 - Bad Request
    #> ℹ Visit the Azure OpenAi Error code guidance
    #>   () for
    #>   more details
    #> ℹ You can also visit the API documentation
    #>   ()

    问题解决:

    Below is the sample code to authenticate an Azure Openai GPT-4o model with a key in R using httr and jsonlite packages.

    Code :

    library(httr)
    library(jsonlite)
    azure_endpoint 
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